... like button. Benchmarks, benchmarks, benchmarks Benchmarks should always be taken with a grain of salt . They are effectively a snapshot of a models capabilities under near perfect conditions. Sort of like the Big Mac you see on the ads vs the Big Mac you get in the bag. It gives you a good idea, but they're far from a perfect measure of real world usage. Math (AIME 2025, no tools): 94.6 percent Real-world coding (SWE-bench Verified ... ... Multilingual programming (Aider Polyglot): 88.0 percent Multimodal understanding (MMMU): 84.2 percent Medical reasoning (HealthBench Hard): 46.2 percent Graduate-level logic (GPQA without tools, via GPT-Thinking Pro): 88.4 percent In production, GPT-5 Thinking cuts hallucinations by 45 percent versus

... landing page - it worked! But when I tried building the actual app, I hit walls constantly. Complex bugs, insufficient insights, running out of credits without real progress. The breakthrough: Ditched the fancy Vibe-Coding platform, went first to Claude + VS Code + GitHub, then Claude Code + VS

... recently doing a hybrid: Gemini for scaffolding and things like that, but Cursor still works just fine when I need fine-grained control. I need a better flow though, I'm not gonna lie. Comment from vishal pandey(@vshpandey96): does not make much difference at the end it's all about the prompt you make, context you give, testing done and feedback provided for vibe coding. also you would need to understand certain part of codes, discuss with ... ... product teams that focus on the agent loop, tool calling, management of context and subagents can move faster and I think that's why Claude Code and Amp have the edge right now with Gemini-CLI also catching up. VS

... Been checking out Cursor, an AI code editor that deeply integrates AI into your workflow. Think natural language coding, smart predictions, and asking your codebase questions. It's trying to push AI further than, say, VS Code (even with Copilot). I'm curious: How has Cursor's AI experience been for you compared to your current setup? Does a dedicated AI-first editor like this feel like a significant leap? Let's discuss! Comment from Abe Qarm(@abe_qarm ...

... reckon many people who created something with them are usually developers who didn't have enough time for building a side idea before, but with AI, they could make it happen. I am not very technical (know some coding/programming basics), but without the help of a tutorial or ChatGPT, I would hardly build a whole project. Question not only for developers (but also tech newbies): What was THE FIRST THING YOU VIBECODED? Feel free to share the link ...

... recently spent a month vibe-coding a web app that turns any recipe into a detailed nutrition label. My entire workflow was a loop of prompting Gemini, pasting the code into VS Code, fixing what broke, and repeating that x1000 times. I know about tools like Cursor & Replit, but I stuck with this manual setup since I'm more comfortable with it. No idea if it s the right way, but I just ran with it and got this ...

... requests in 1-2 weeks. They're not saving context between sessions, making the same prompting mistakes repeatedly, and letting Cursor get stuck in debugging loops. After seeing so many people struggle with that and lot's of other vibe coding-related pitfalls we created a solution. We already have hundreds of users and receive a lot of positive feedback. Some users said they were able to build weekend MVPs after failing for weeks before. The URL is: https://enlightby.ai ...

... gets painful is we spend a month recruiting, then the less involved of us rejects candidates at the final stage that everyone else is very keen to move forward with. Again, we solved this by zooming out and  codifying   our thinking  in our company handbook, which then gave us a reference for making better decisions in the future. 6. Focus on opportunities before problems After running PostHog for a while, we realized that ...

... AI-assisted coding or Vibe Coding has been trending, just prompt the AI, and it writes your code. If a ...

... Claude 3.7 yet or has insights into these trade-offs. Let s discuss! Comment from Victoria Wu(@victoria_wu): @andres_vlaeminck  It s interesting to hear that you found the 3.5 version to be more proactive in offering alternative solutions. I haven't tested that, I only tested its coding abilities. Comment from Victoria Wu(@victoria_wu): @kay_arkain  That is for sure. From the version number perspective, 3.7 is just a transitional version, and we look forward ... ... actually performed better in one key area. While 3.7 is more advanced in many ways, I've found it to be too docile - it rarely pushes back on questionable requests. Claude 3.5, on the other hand, would often suggest alternative

... here! We just launched Jam AI yesterday (producthunt.com/posts/jam-ai) and are super excited to see it's fully writing ~30% of bug reports on its first day! I'm here to answer any questions about the future of AI + coding/debugging, building AI products, reporting bugs, and on building startups in general! Comment from Hadar Sharvit(@hadar933): Hey there! How'd you keep up with all the non-AI tech stack for your product? As a fellow AI Researcher myself ... ... getting teams to adopt Jam? Seems like a no-brainer and I haven't seen anything else that does this. Are there other companies building for this specific use case? How does Jam compare? G2 says ClickUp is a competitor

... editor journey has been: 1. Tried out Github copilot in VS Code. Loved it. 2. Then tried out @Cursor after @bernatfortet kept talking about it. Immediately switch to Cursor. 3. Then tried out @Windsurf after @lagap discovered it. Immediately fell in love and switched. Anecdotally, everyone is talking about Cursor. And no one is really talking about Windsurf. On Product Hunt, Cursor has 845 Shoutouts. Windsurf has two? In my experience, Windsurf is the leader at the moment with ... ... fine doing the steps my self. The real differentiator isnt really the IDE anymore. its the model. And I use o1 api key. It costs me $20-$50 a day. But its like working with a senior dev vs

... possible). Clarity is paramount. You can't get word-of-mouth without it. I can't tell a friend about exocoding if I don't understand what you do at a glance. Comment from Rajiv Ayyangar(@rajiv_ayyangar): @exo_cody what are some of the examples? Comment from Exo Cody

... professionals this is an interesting question, who are using gaming laptops/PCs in their daily lives for content creation and such. If you are wondering similar questions or someone in your circle is, this link will be helpful: https://codingstuff.substack.com/p/if-gpus-are-so-good-why-do-we-still Comment from Andr J(@sentry_co): @shahza1bmushtaq Hopefully I will get one on launch. The cursor team will need to add support as well I suppose. 1k TFlops Comment from ShahZaib(@shahza1bmushtaq): @laurencio_trevino You're not the only ...

... worked hard for 3 months on the State of Software Development 2020 report and finally, the results are published in a 53-page long report! I'm so proud of the gorgeous design and slideshow we put together: https://codingsans.com/blog/software-development-trends Let me know what you guys think ...